Training for a long distance running event requires a good deal of planning, which can be tedious and confusing. This app is meant to help runners create specific and customized training plans in order to reach their running goals.
How it works: The inputs are taken in and processed a bit on the backend in order to provide more info for the LLM. For example, there are backend functions that takes the user’s ‘goal time’ input and extrapolates extra information from it such as ‘goal pace’, so the LLM can make better suggestions for training paces (eg. Today: Run 5km at goal pace). All this info is compiled into a lengthy prompt before it’s fed into the Gemini API. The prompt is pretty much the culmination of my 40 iterative prompts from my original try with ChatGPT lol. The frontend is all done on Streamlit and I tried to be as intuitive as possible with the input widgets.
- Outputs MUCH better
- Switched to GPT 4o-mini
- English version added
- Much more sophisticated user input widgets and UI
- Backend calculations for better output
- Created basic MVP
- Able to take user input and output a plan
- Created for Japanese users
- Gemini
git clone https://github.com/tjyana/marathon-planner.git
cd your-project
pip install -r requirements.txt
# Usage
streamlit run app.py